Label Studio MCP Server vs MCP Server Chart

A side-by-side comparison of two AI, Data & Knowledge servers — tools, transport, auth, maintenance, and copy-paste config for each.

	Label Studio MCP Server Manage Label Studio projects, tasks, and model predictions from your MCP client via the label-studio-sdk. Unverified stdio (local) API key Stale Python	MCP Server Chart Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis. Unverified stdio (local) No auth TypeScript
Category	AI, Data & Knowledge	AI, Data & Knowledge
Language	Python	TypeScript
Transport	stdio (local)	stdio (local)
Auth	API key	None
GitHub stars	31	4.2k
Last commit	1 year ago	1 month ago
Verified
Actively maintained
Install	—	`npx -y @antv/mcp-server-chart`
Repo	Open	Open

Verdict

Pick Label Studio MCP Server if you prefer its approach (manage label studio projects, tasks, and model predictions from your mcp client via the label-studio-sdk).

Pick MCP Server Chart if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Add Label Studio MCP Server

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "label-studio-mcp-server": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/HumanSignal/label-studio-mcp-server",
        "mcp-label-studio"
      ],
      "env": {
        "LABEL_STUDIO_API_KEY": "your_actual_api_key_here",
        "LABEL_STUDIO_URL": "http://localhost:8080"
      }
    }
  }
}

Requires `uv` (the Python package runner). Install it from https://docs.astral.sh/uv/ if `uvx` is not found.

Add MCP Server Chart

Install / run

npx -y @antv/mcp-server-chart

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-server-chart": {
      "command": "npx",
      "args": [
        "-y",
        "@antv/mcp-server-chart"
      ]
    }
  }
}

FAQ

Label Studio MCP Server or MCP Server Chart — which is better?

Pick Label Studio MCP Server if you prefer its approach (manage label studio projects, tasks, and model predictions from your mcp client via the label-studio-sdk). Pick MCP Server Chart if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Can I use both Label Studio MCP Server and MCP Server Chart?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do Label Studio MCP Server and MCP Server Chart work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View Label Studio MCP Server →View MCP Server Chart →More comparisons →